US US20260232228A1

SYSTEMS AND METHODS FOR ANALYZING SPECTRAL DATA TO DETERMINE ANALYTE CONCENTRATIONS IN A BODY

Abstract

The methods can include receiving calibrating spectral data from a non-invasive measurement device, known measurement data that is indicative of a concentration of a particular biomolecule in the body of the wearer and was obtained contemporaneously with the calibrating spectral data; generating a signature for the wearer by at least determining, via a neural network, one or more correspondences between or among the calibrating spectral data and the known measurement data; and storing the signature. The methods can include receiving present spectral data from the non-invasive measurement device and processing the present spectral data using the signature to estimate a present concentration of the particular biomolecule in the body.

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